Applied AI · Strategy to Deployment

AI systems that do the work.

Built across enterprise operations — from healthcare to media.

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Strategy · Systems · Enablement · Partnership
Services

What We Do

Strategy that leads to real systems. Systems that lead to real outcomes. Pick what fits — or let us figure that out together.

STRATEGY
AI Strategy & Roadmap
Know exactly where AI moves the needle — before you spend a dollar building.
We dig into your operations, talk to your teams, and hand you a prioritized roadmap with ROI projections. A clear plan — not a generic deck.
Engagements from $50K
SYSTEMS
Custom AI Systems
Your operations, automated and intelligent.
Prediction models, intelligent agents, document processors, workflow automation, internal tools — scoped to your problem, built on your stack, running in production.
Builds from $30K
ENABLEMENT
AI Enablement
Your team, working with AI by the time we leave the room.
Training in your actual workflows. Not theory. Not slides. Your people leave with templates, prompt frameworks, and the skills to use AI daily.
From $15K
PARTNERSHIP
Ongoing AI Partnership
Your embedded AI team — without the overhead.
Foundry NX as your dedicated AI function. We maintain what's built, find new opportunities, and keep evolving your systems as you grow.
Custom monthly retainer
Select Work

A Few Things We've Built

Every engagement is different. Here's a sample of what's running in production right now.

HEALTHCARE
Patient Dropout Prediction
Custom-trained AI system for a healthcare PE portfolio company. Predicts patient no-show risk at the individual level — catching lost revenue before it walks out the door.
REVENUE CYCLE
Insurance Denial Engine
Parses denial patterns, spots payer-specific trends, and generates compliant appeal letters. Lost revenue becomes recovered claims.
EXECUTIVE INTELLIGENCE
Organizational Pulse System
Pulls from meetings, emails, and calendars across the org. Flags stalled decisions, missed commitments, and blind spots before leadership has to ask.
OPERATIONS
Multi-Agent Workflow Engine
Agents that handle email triage, calendar ops, lead qualification, and task routing. Runs 24/7. No manual coordination required.
KNOWLEDGE SYSTEMS
Internal Knowledge Engine
Pulls from docs, messages, policies, and tribal knowledge — turns it all into a single resource any employee can search instantly.
DOCUMENT INTELLIGENCE
Document Intelligence System
Reads contracts, policies, invoices, and compliance docs. Extracts what matters, flags what's wrong, routes it to the right person.
The Operators

Built by People Who Ship

Small team. Senior people. Direct access. You work with the people building your systems. No junior advisors. No career consultants. No handoffs.

Backed by family offices whose reach spans industries — technical execution paired with the capital and connections to build at scale.

We built Foundry NX on one principle: the people who understand your business should be the same people building your systems.

Andrew Ameduri
Andrew Ameduri
Founder
Next Step

Let's figure out where AI fits.

15 minutes. Your operations. Where AI fits.

Start a Conversation or email andrew@foundrynx.com